US10585042B2 - Systems and methods for imaging microwell plate samples - Google Patents
Systems and methods for imaging microwell plate samples Download PDFInfo
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- US10585042B2 US10585042B2 US16/432,376 US201916432376A US10585042B2 US 10585042 B2 US10585042 B2 US 10585042B2 US 201916432376 A US201916432376 A US 201916432376A US 10585042 B2 US10585042 B2 US 10585042B2
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/62—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
- G01N21/63—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
- G01N21/64—Fluorescence; Phosphorescence
- G01N21/645—Specially adapted constructive features of fluorimeters
- G01N21/6452—Individual samples arranged in a regular 2D-array, e.g. multiwell plates
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/251—Colorimeters; Construction thereof
- G01N21/253—Colorimeters; Construction thereof for batch operation, i.e. multisample apparatus
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01L—CHEMICAL OR PHYSICAL LABORATORY APPARATUS FOR GENERAL USE
- B01L3/00—Containers or dishes for laboratory use, e.g. laboratory glassware; Droppers
- B01L3/50—Containers for the purpose of retaining a material to be analysed, e.g. test tubes
- B01L3/508—Containers for the purpose of retaining a material to be analysed, e.g. test tubes rigid containers not provided for above
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/62—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
- G01N21/63—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
- G01N21/64—Fluorescence; Phosphorescence
- G01N21/645—Specially adapted constructive features of fluorimeters
- G01N21/6456—Spatial resolved fluorescence measurements; Imaging
- G01N21/6458—Fluorescence microscopy
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01L—CHEMICAL OR PHYSICAL LABORATORY APPARATUS FOR GENERAL USE
- B01L3/00—Containers or dishes for laboratory use, e.g. laboratory glassware; Droppers
- B01L3/50—Containers for the purpose of retaining a material to be analysed, e.g. test tubes
- B01L3/508—Containers for the purpose of retaining a material to be analysed, e.g. test tubes rigid containers not provided for above
- B01L3/5085—Containers for the purpose of retaining a material to be analysed, e.g. test tubes rigid containers not provided for above for multiple samples, e.g. microtitration plates
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/41—Refractivity; Phase-affecting properties, e.g. optical path length
- G01N21/45—Refractivity; Phase-affecting properties, e.g. optical path length using interferometric methods; using Schlieren methods
Definitions
- the present disclosure relates generally to microscopy systems, and more particularly, to systems and methods for imaging one or more samples in a microwell plate.
- Microwell plates are often used in analytical research and clinical diagnostics.
- a microwell plate includes a plurality of sample wells (e.g., between 24 and 9,600 wells) containing liquid samples (e.g., incubated biological samples). Each sample well is analyzed by a plate reader system to detect specific biological events.
- sample wells e.g., between 24 and 9,600 wells
- liquid samples e.g., incubated biological samples.
- Each sample well is analyzed by a plate reader system to detect specific biological events.
- prior systems and methods for analyzing the liquid samples in microwell plates suffer from tradeoffs between low-throughput multiplex analysis and high-throughput, non-multiplexed analysis.
- the present disclosure is directed to solving these and other problems.
- a system for analyzing one or more liquid samples includes a microwell plate including a plurality wells arranged in a plurality of rows, each of the plurality of wells having an upper opening and an opposing transparent lower surface, each of the plurality of wells being configured to store a liquid sample therein, a sensor array including a plurality of sensors, the sensor array being moveable relative to the microwell plate along a first axis between a first position and a second position, each of the plurality of sensors being positioned within a corresponding well at a predetermined depth for at least one of the plurality of rows responsive to the sensor array being in the second position, an objective, an imaging device, and one or more linear translation stages configured to move the microwell plate relative to the objective along (i) a second axis, (ii) a third axis, or (iii) both (i) and (ii) to allow the imaging device to obtain image data reproducible as one or more images of each of the plurality of sensors.
- a system for analyzing one or more liquid samples includes a microwell plate including a plurality of rows of wells configured to store liquid samples, a sensor array that is moveable relative to the microwell plate along a first axis between a first position and a second position to allow a portion of the sensor array to be disposed within a first one of the plurality of rows of wells when the sensor array is in the second position, an objective, and one or more linear translation stages configured to move the microwell plate relative to the objective (i) along a second axis that is orthogonal to the first axis, (ii) along a third axis that is orthogonal to the first axis and the second axis, or (iii) both (i) and (ii).
- a method for imaging one or more liquid samples disposed in a microwell plate includes moving a sensor array including a plurality of sensors from a first vertical position towards a second vertical position such that each of the plurality of sensors is disposed within a corresponding well in a first row of wells of the microwell plate, moving, using one or more linear translation stages, the microwell plate such that a first one of the plurality of sensors is positioned within a field of view of an objective, generating, using the objective and an imaging device, first image data reproducible as one or more images of the first sensor, moving, using the one or more linear translation stages, the microwell plate such that a second one of the plurality of sensors is positioned within the field of view of the objective, and generating, using the objective and the imaging device, second image data reproducible as one or more images of the second sensor.
- FIG. 1 is a perspective view of a system for imaging and analyzing one or more samples according to some implementations of the present disclosure
- FIG. 2A is a top view of a microwell plate of the system of FIG. 1 according to some implementations of the present disclosure
- FIG. 2B is a side cross-sectional view of the microwell plate of FIG. 2A according to some implementations of the present disclosure
- FIG. 3A is a perspective view of a sensor array of the system of FIG. 1 according to some implementations of the present disclosure
- FIG. 3B is an enlarged perspective view of a mounting portion and sensor of the sensor array of FIG. 3A according to some implementations of the present disclosure
- FIG. 3C is an enlarged perspective view of the mounting portion of FIG. 3B according to some implementations of the present disclosure
- FIG. 4A is partial perspective view of the system of FIG. 1 including a first portion of a microscopy assembly according to some implementations of the present disclosure
- FIG. 4B is partial perspective view of the system of FIG. 1 including a second portion of the microscopy assembly according to some implementations of the present disclosure
- FIG. 5A is a partial perspective view of the system of FIG. 1 including a translation stage sub-assembly according to some implementations of the present disclosure
- FIG. 5B is a perspective view of a first linear translation stage of the translation stage sub-assembly of FIG. 5A according to some implementations of the present disclosure
- FIG. 5C is a cross-sectional view of the first linear translation stage of FIG. 5B according to some implementations of the present disclosure
- FIG. 5D is an exploded view of a z-stage actuator of the translation stage assembly of FIG. 5A according to some implementations of the present disclosure
- FIG. 5E is an exploded view of a kinematic platform mount and adapter plate of the translation stage assembly of FIG. 5A according to some implementations of the present disclosure
- FIG. 6 is a process flow diagram for a method of imaging and analyzing one or more samples using the system of FIG. 1 according to some implementations of the present disclosure
- FIG. 7 a partial perspective view of the system of FIG. 1 with the sensor array in a first vertical position according to some implementations of the present disclosure
- FIG. 8 a partial perspective view of the system of FIG. 1 with the sensor array in a second vertical position according to some implementations of the present disclosure
- FIG. 9 is a partial cross-sectional view of the system of FIG. 1 with an objective positioned below a first sensor of the sensor array according to some implementations of the present disclosure.
- FIG. 10 is a partial cross-sectional view of the system of FIG. 1 with the objective positioned below a second sensor of the sensor array according to some implementations of the present disclosure.
- Microwell plates are used in analytical research and clinical diagnostics (e.g., exosome detection and characterization, rapid quantitative and sensitive virus titers, and drug delivery nanoparticle characterization). To that end, each of the sample wells containing a sample liquid (e.g., biological sample) need to be analyzed.
- a sample liquid e.g., biological sample
- One type of biosensor system for analyzing microwell plates uses an array of functionalized optical fiber tips (e.g., ForteBioTM) that are dipped into the sample wells.
- these types of systems are not multiplexed, meaning that the systems can only test each sample well with a single probe molecule species.
- a system 100 for analyzing one or more liquid samples includes a microwell plate 200 , a sensor array 300 , a microscopy assembly 400 , and a linear translation stage assembly 500 .
- the system 100 uses the linear translation stage assembly 500 to move the microwell plate 200 relative to microscopy assembly 400 such that an objective 420 can capture one or more images of a portion of the sensor array 300 to analyze one or more samples (e.g., liquid samples) contained in the microwell plate 200 .
- the system 100 allows for high-throughput imaging and analysis of the samples in the microwell plate 200 . That is, the system 100 can image and analyze the samples many times faster than the conventional techniques discussed above (e.g., in a matter of hours compared to a matter of days for conventional techniques).
- the microwell plate 200 includes a base portion 210 , a sidewall 220 , a plurality of rows of microwells (“wells”) 230 A- 230 L, and a glass plate 240 ( FIG. 2B ).
- each of the plurality of rows 230 A- 230 L includes 8 wells.
- the microwell plate 200 includes glass plate 240 , as shown in FIG. 2B .
- the glass plate 240 is transparent such that an objective of the microscopy system 400 ( FIG. 1 ) can image portions of the sensor array 300 disposed within the plurality of rows 230 A- 230 L, as described in further detail herein.
- the glass plate 240 ( FIG. 2B ) has one or more predetermined optical properties that allowed selection of an objective of the microscopy assembly 400 that is calibrated to account for the glass plate 240 being positioned between the objective and the sample.
- row 230 A includes a first well 232 A storing a first sample S 1 , a second well 232 B storing a second sample S 2 , a third well 232 C storing a third sample S 3 , a fourth well 232 D storing a fourth sample S 4 , a fifth well 232 E storing a fifth sample S 5 , a sixth well 232 F storing a sixth sample S 6 , a seventh well 232 G storing a seventh sample S 7 , and an eighth well 232 H storing an eighth sample S 8 .
- the liquid samples can be aspirated or dispensed from and to the microwell plate 200 manually or using a robotic system, for example.
- the samples S 1 -S 8 within row 230 A can be, for example, a biological sample, one or more target species (e.g., target biomolecules, target particles, or both), a buffer solution, a control solution, or any combination thereof. That is, each of the wells 232 A- 232 G in row 230 A can store the same sample (e.g., all wells store the same biological sample), the same type of sample (e.g., all wells store a biological sample, but not the same biological sample), or different types of samples (e.g., some wells in a row store a biological sample and some wells in the same row store a buffer solution). Moreover, the wells in each of the rows 230 A- 230 L can store the same or different samples. For example, the wells in row 230 A can store a first set of biological samples, the wells in 230 B can store a buffer solution or a control solution, and the wells in row 230 C can store a second set of biological samples.
- Each well in rows 230 A- 230 L of the microwell plate 200 can have a depth of, for example, between about 5 mm and about 25 mm, between about 8 mm and about 12 mm, or about 10 mm.
- the diameter of each well can be, for example, between about 3 mm and about 10 mm, between about 5 mm and about 8, between about 6 mm and about 7 mm, etc.
- a center of each of the wells in rows 230 A- 230 L can be spaced from a center of immediately adjacent wells by, for example, about 9 mm.
- microwell plate 200 is shown and described herein as including 96 wells (12 rows and 8 wells per row), more generally, the microwell plate 200 can have between 24 wells and 9,600 wells, for example, or any other suitable number of wells. Preferably, the ratio of wells in a row to the total number of rows is 2:3.
- the plurality of rows 230 A- 230 L are arranged in a matrix where a first row of the matrix (e.g., row 230 A) has a first number of wells that is a multiple of 2 (e.g., 8 wells) and a second row of the matrix that is orthogonal to the first row (e.g., orthogonal to row 230 A) having a second number of wells that is a multiple of 3 (e.g., 12 wells).
- each of the wells in rows 230 A- 230 L is shown in FIG. 2A as having a generally circular shape, in some implementations, the wells have a generally rectangular shape, a generally square shape, or any other suitable shape.
- the microwell plate 200 is a SWISSCI 96 well glass bottom plate manufactured by SWISSCI AG of Switzerland.
- the sensor array 300 includes a base portion 310 , a plurality of arm portions 320 A- 320 H, a plurality of mounting portions 330 A- 330 H, and a plurality of sensors 340 A- 340 H. As shown in FIG. 3A , each of the plurality of arm portions 320 A- 320 H are coupled to, and extend from, a lower surface 312 of the base portion 310 .
- Each of the plurality of mounting portions 330 A- 330 H are coupled to a corresponding one of the plurality of arm portions 320 A- 320 H (e.g., first mounting portion 330 A is coupled to first arm portion 320 A) and configured to receive a corresponding one of the plurality of sensors 340 A- 340 H (e.g., first sensor 340 A is received by first mounting portion 330 A).
- the plurality of sensors 340 A- 340 H are interferometric reflectance imaging sensors (“IRIS” or “IRI sensors”). IRI sensors can be manufactured on a silicon substrate in large quantities and are often used for high-throughput detection and quantification of protein-protein binding, DNA-protein binding, and DNA-DNA hybridization in real-time with high sensitivity and reproducibility. IRI sensors are multiplexed, meaning that each sensor can be used to test for a variety of tests.
- Each of the sensors 340 A- 340 H includes a silicon dioxide layer and a silicon substrate. As shown in FIG. 3B , sensor 340 A includes a silicon substrate 342 A and a silicon dioxide layer 344 A. Sensors 340 B- 340 H include the same or similar silicon substrate and silicon dioxide layer as sensor 340 A.
- each of the sensors 340 A- 340 H can be disposed within one of the wells of the microwell plate 200 containing a sample ( FIG. 2B ).
- the sensors 340 A- 340 H can then be imaged by an objective and imaging device of the microscopy system 400 ( FIG. 1 ) to determine an interference of light reflected from the sensor surface to identify nanoparticles and/or biomolecules within the sample.
- the sensors 340 A- 340 H can be “spotted” with between about 100 spots and about 1,000 spots for testing. For example, each of the spots on the sensors 340 A- 340 H can have a different binding agent.
- mounting portion 330 A includes a plurality of clip portions 332 A- 332 D to aid in coupling sensor 340 A to the mounting portion 330 A.
- Mounting portions 330 B- 330 H include the same or similar clip portions for aiding in coupling the corresponding sensor 340 B- 340 H thereto.
- the first clip portion 332 A has a generally rectangular shape.
- the second clip portion 332 B, the third clip portion 332 C, and the fourth clip portion 332 D are independently moveable relative to the rest of the mounting portion 330 A to aid in coupling the sensor 340 A to the mounting portion 330 A.
- the second clip portion 332 B, the third clip portion 332 C, and the fourth clip portion 332 D are generally biased towards the positions shown in FIG. 3B , however, these clip portions can be moved in a direction away from a center of the mounting portion 330 A (or a central axis of the arm portion 320 A) to allow the sensor 340 A to be coupled thereto.
- the clip portions 332 B- 332 D aid in securing the sensor 340 A to the mounting portion 330 A (e.g., such that the sensor 340 A does not fall off when the sensor array 300 is moved).
- the second clip portion 332 B, the third clip portion 332 C, and the fourth clip portion 332 D each have a lip that aids in coupling the corresponding sensor to the mounting portion and also aids in positioning the sensor at a predetermined depth in the microwell plate 200 .
- the lip 334 B of the clip portion 332 B has a predetermined thickness di.
- the predetermined thickness of the lip 334 B aids in positioning the corresponding sensor at a predetermined depth within one of the wells of the microwell plate 200 .
- the predetermined thickness of the lip 334 B can be adjusted based on the properties of the objective of the microscopy assembly 400 that is used to image the samples (e.g., the working distance of the objective).
- the predetermined thickness of the lip 334 B can be between about 0.1 mm and about 5 mm, between about 0.5 mm and about 3 mm, between about 1 mm and about 2 mm, etc.
- the predetermined thickness of the lip 334 B is preferably between about 100 microns and about 250 microns (e.g., such that a distance between the sample and the objective is between about 100 microns and about 250 microns).
- the predetermined thickness of the lip 334 B is preferably between about 500 microns and about 1 mm (e.g., such that a distance between the sample and the objective is between about 500 microns and about 1 mm). While the mounting portion 330 A is shown in FIG.
- the mounting portion 330 A can have more or less clip portions (e.g., 2 clip portions that are the same as, or similar to, the first clip portion 332 A and the third clip portion 332 C, 2 clip portions that are the same as, or similar to, the second clip portion 332 B and the fourth clip portion 332 D, etc.)
- the plurality of sensors 340 A- 340 D have been described herein as being coupled to the mounting portions 330 A- 330 H via clip potions (e.g., clip portions 332 A- 332 D), more generally, other coupling mechanisms for coupling the plurality of sensors 340 A- 340 H to the mounting portions 330 A- 330 H are contemplated.
- the plurality of sensors 340 A- 340 H can be coupled to the corresponding mounting portions 330 A- 330 H via an adhesive connection.
- the plurality of sensors 340 A- 340 H can be described herein as being removably coupled to the sensor array 300 (e.g., such that a first set of sensors can be replaced with a second set of sensors after use), in some implementations, the plurality of sensors 340 A- 340 H can be permanently or fixedly attached to the sensor array 300 (e.g., via the mounting portions 330 A- 330 H).
- one or more of the sensors 340 A- 340 H of the sensor array 340 include one or more protrusions that extend from an outer surface of the silicon dioxide layer. In such implementations, the sensor array 340 does not include the clip portions 332 A- 332 D.
- the one or more protrusions have a predetermined length that is the same as, or similar to, the predetermined thickness d of the lip 334 B ( FIG. 3C ) such that when the sensors 340 A- 340 H having the one or more protrusions are disposed with the microwell plate 200 , the sensors 340 A- 340 H are positioned at a predetermined depth that is the same as, or similar to, the predetermined length of the one or more protrusions.
- the one or more protrusions aid in positioning the sensors 340 A- 340 H at the predetermined depth.
- one or more of the wells in the microwell plate 200 (e.g., each of the wells) can include one or more protrusions extending upwardly from the glass plate 240 ( FIG. 2B ) having a predetermined length such that the one or more protrusions aid in positioning the sensors 340 A- 340 H of the sensor array at the predetermined depth within the wells of the microwell plate 200 .
- one or more of the wells in the microwell plate 200 can include an insert (e.g., a gasket) that performs the same or similar function as the one or more protrusions (e.g., aids in positioning the sensors 340 A- 340 H at the predetermined depth within the microwell plate 200 ).
- an insert e.g., a gasket
- the sensor array 300 has been shown and described herein as having the same number of arm portions 320 A- 320 H, mounting portions 330 A- 330 H, and sensors 340 A- 340 H as the number of wells in a single one of the rows 230 A- 230 L ( FIG. 2A ) of the microwell plate 200 (e.g., each of which contains eight wells in the implementation shown in FIG. 2A ), more generally, the sensor array 300 can have any suitable number of arm portions 320 A- 320 H, mounting portions 330 A- 330 H, and sensors 340 A- 340 H.
- the sensor array 300 includes the same number of arm portions 320 A- 320 H, mounting portions 330 A- 330 H, and sensors 340 A- 340 H two or more of the rows 230 A- 230 L of the microwell plate 200 ( FIG. 2A ).
- the sensor array 300 can be disposed in more than one row of the plurality of rows 230 A- 230 L of the microwell plate 200 at a given time.
- the number of arm portions 320 A- 320 H, mounting portions 330 A- 330 H, and sensors 340 A- 340 H in sensor array 300 can be less than the total number of wells in each individual row 230 A- 230 L of the microwell plate 200 ( FIG.
- the sensor array 300 can be disposed within a portion of an entire row 230 A- 230 L (e.g., one well, two wells, three wells, . . . n wells).
- imaging approaches may be used to perform imaging and detection of particles and/or biomolecules using one or more of the sensors 340 A- 340 H described herein.
- low-magnification or high-magnification IRI imaging techniques which are described in further detail herein, can be used to image and analyze one or more of the sensors 340 A- 340 H.
- the microscopy assembly 400 is generally used to image the plurality of sensors 340 A- 340 H ( FIG. 3A ) to analyze liquid samples in the microwell plate 200 ( FIG. 2A ), as described in further detail herein.
- the microscopy assembly 400 includes a first cage assembly 410 and a second cage assembly 440 for supporting the various components of the microscopy assembly 400 .
- the first cage assembly 410 includes a plurality of support rods 412 A- 412 D that support an objective 420 , an illumination source 422 , an integrating sphere 424 , a first lens 426 , an iris diaphragm 428 , a second lens 430 , and a beamsplitter 432 .
- the supporting rods 412 A- 412 D extend through apertures in a first mounting plate 120 and a second mounting plate 130 .
- the first mounting plate 120 is coupled to a base plate 110 of the system 100 via a pair of brackets 122 .
- the second mounting plate 130 is coupled to the base plate 110 via a pair of brackets 132 .
- the objective 420 of the microscopy assembly 400 is generally positioned below the microwell plate 200 ( FIG. 1 ) such that one or more wells of the microwell plate 200 can be positioned within a field of view of the objective 420 (e.g., by moving the microwell plate 200 relative to the objective 420 ), as described in further detail herein.
- the objective 420 is used in conjunction with imaging device 450 and the illumination source 422 to capture one or more images.
- the illumination source 422 is used to light an object or area such that the imaging device 450 can obtain images via the objective 420 .
- the illumination source 422 can be, for example, a LED light source, a fiber optic light source, or a florescent light source.
- the illumination source 422 is an LED light source.
- the illumination source 422 is coupled to the first cage assembly 410 via an integrating sphere 424 , which is in turn coupled directly to support rods 412 A- 412 D.
- the integrating sphere 424 is generally used to evenly distribute light emitted by the illumination source 422 before reaching the objective 420 .
- the first lens 426 ( FIG. 4A ) is coupled to the support rods 412 A- 412 D and is positioned between the illumination source 422 and the objective 420 .
- the first lens 426 has a first focal length to aid in focusing light emitted from the illumination source 422 and integrating sphere 424 before reaching the objective 420 .
- the first lens 426 can have a focal length that is between about 10 mm and about 100 mm.
- the focal length of the first lens 426 is about 30 mm.
- the iris diaphragm 428 ( FIG. 4A ) is coupled to the support rods 412 A- 412 D and first mounting plate 120 and is generally used to selectively control the amount of light that reaches the objective 420 .
- the second lens 430 ( FIG. 4A ) is the same as, or similar to, the first lens 426 is coupled to the support rods 412 A- 412 D.
- the first lens 426 and the second lens 430 can have same or different focal lengths.
- the second lens 430 can have a focal length of about 60 mm and the first lens can have a focal length of about 30 mm (e.g., a ratio of the focal length of the first lens 426 to the second lens 430 is 1:2).
- the beamsplitter 432 is coupled to the second lens 430 and the support rods 412 A- 412 D and is generally used to split incident light from the illumination source 422 into two, a first beam and a second beam, where the first beam is directed towards the objective 420 .
- the first and second beams can have the same, or different, optical powers (e.g., the beamsplitter 432 directs 99% of the incident light towards the objective 420 , directs 75% of the incident light towards the objective 420 , directs 50% of the incident light towards the objective 420 , directs 25% of the incident light towards the objective 420 , directs 1% of the incident light towards the objective 420 , etc.)
- the objective 420 is coupled to the beamsplitter 432 such that a field of view of the objective 420 is generally orthogonal to the support rods 412 A- 412 D and the direction that incident light travels from the illumination source 422 through the first lens 426 , iris diaphragm 428 , and the second lens 430 before reaching the beamsplitter 432 .
- the objective 420 can have a magnification that is between about 4 ⁇ -100 ⁇ (e.g., 4 ⁇ , 10 ⁇ , 20 ⁇ , 40 ⁇ , 60 ⁇ , 100 ⁇ ).
- the magnification of the objective 420 is preferably between about 1 ⁇ and about 5 ⁇ .
- the magnification of the objective 420 is preferably about 40 ⁇ .
- the objective 420 can have a numerical aperture (often referred to by the acronym “NA”) that is between about 0.1 and about 1.3 (e.g., 0.13, 0.3, 0.5, 0.75, 0.85, 1.25, 1.3).
- the numerical aperture (NA) of the objective 420 is preferably about 0.75.
- the numerical aperture (NA) of the objective 420 is preferably about 0.04.
- the objective 420 can have a working depth (often referred to by the acronym “WD”) that is between about 0.15 mm and about 18 mm (e.g., about 0.2 mm, about 0.66 mm, about 2 mm, etc.) The working depth is the distance between the front edge of the objective and the specimen surface when the specimen is focused.
- the objective 420 also has a field of view that can be between about 100 microns and about 750 microns.
- the field of view can be at least about 100 microns (e.g., at least about 150 microns; e.g., at least about 200 microns; e.g., at least about 250 microns, e.g., at least about 350 microns).
- the size of the field of view can also be measured along an edge of the field of view (e.g., a side of a rectangular field of view) and/or along a diagonal (e.g., along a diagonal of a rectangular field of view).
- the field of view of the objective 420 is preferably between about 100 microns and about 350 microns.
- the second cage assembly 440 of the microscopy assembly 400 includes a plurality of support rods 442 A- 442 D that are the same as, or similar to, the support rods 412 A- 412 D of the first cage assembly 410 ( FIG. 4A ) that are coupled to and/or support an imaging device 450 , a first lens tube 452 , a third lens 454 , a turning mirror 456 , and a second lens tube 458 of the microscopy assembly 400 .
- the second lens tube 458 is positioned between and coupled to the beamsplitter 432 (which is in turn coupled to the objective 420 ) and the turning mirror 456 .
- the second lens tube 458 allows this light to reach the turning mirror 456 .
- the turning mirror 456 redirects this light towards the imaging device 450 whose field of view is generally orthogonal to the field of view of the objective 420 (e.g., the field of view of the imaging device 450 is generally parallel to the support rods 442 A- 442 D).
- the turning mirror 456 is also coupled to the third lens 454 such that the light reflected towards the imaging device 150 passes through the third lens 454 .
- the third lens 454 is the same as, or similar to, the first lens 426 and/or the second lens 430 that are coupled to the first cage assembly 410 ( FIG. 4A ).
- the third lens 454 has the same focal length as the second lens 430 ( FIG. 4A ) (e.g., the third lens 454 has a focal of length of about 60 mm).
- the imaging device 150 is coupled to the first lens tube 452 (which is turn coupled to the support rods 442 A- 442 D).
- the imaging device 150 is configured to generate image data reproducible as one or more images of a sample within the field of view of the objective 420 (e.g., one or more images of one of the sensors 340 A- 340 H ( FIG. 3A ) when disposed within the microwell plate 200 ). That is, the imaging device 150 receives light captured by the objective 420 that is directed towards the imaging device 150 via the turning mirror 456 .
- the one or more images in the image data can include, for example, one or more fluorescence images, one or more label-free images, or any combination thereof.
- the imaging device 150 can be, for example, a charge-coupled device (CCD) sensor (camera). Alternatively, the imaging device 150 can be a complementary metal-oxide semiconductor (CMOS) sensor (camera).
- CCD charge-coupled device
- CMOS complementary metal-oxide semiconductor
- the illumination source 422 is a M660L4 Mounted LED manufactured by Thorlabs of Newton, N.J. (USA) (“Thorlabs”)
- the integrated sphere 424 is a IS200 Integrated Sphere manufactured by Thorlabs
- the beamsplitter 432 is a CM1-BS013 beamsplitter manufactured by Thorlabs
- the turning mirror 456 is a CM1-601 turning mirror manufactured by Thorlabs
- the iris diaphragm 428 is a SM1D12D iris diaphragm manufactured by Thorlabs
- the second lens 430 and the third lens 454 are AC254-060-A-ML lens manufactured by Thorlabs
- the first lens 426 is an AC254-030-A-ML lens manufactured by Thorlabs
- the first lens tube 452 is a SM1T10 lens tube manufactured by Thorlabs
- the second lens tube 458 is a SC1L24 lens tube manufactured by Thorlabs
- the imaging device 450 is a M660L4 Mount
- the linear translation stage assembly 500 includes a first linear translation stage 510 , a second linear translation stage 530 , and a z-stage assembly 560 .
- the linear translation stage assembly 500 is generally used to move microwell plate 200 along an x-axis, a y-axis, a z-axis, or any combination thereof, to position on of the wells of the microwell plate 200 within the field of view of the objective 420 of the microscopy system 400 ( FIG. 1 ).
- the first linear translation stage 510 includes a motor 512 , a lead screw 514 , a nut 516 , a carriage 518 , a truck 520 , a rail 522 , and a housing 524 .
- the carriage 518 can move in the direction of arrow A and/or or in the opposite direction of arrow A.
- the lead screw 514 has male threads (e.g., a helical thread) and the nut 516 has female threads.
- the motor 512 causes rotation of the lead screw 514 (e.g., in a counterclockwise or clockwise direction), which in turn causes movement of the nut 516 due to the threaded connection between the lead screw 514 and the nut 516 .
- the nut 516 is coupled to the carriage 518 and the truck 520 , which in turn moves along the rail 522 .
- the rail 522 is coupled to the housing 524 such that the rail 522 is stationary during rotation of the lead screw 514 and movement of the carriage 518 and truck 520 .
- a portion of the truck 520 surrounds a portion of the rail 522 and is secured thereto via a tongue and groove connection.
- the truck 520 can move back and forth along the rail 522 , which in turns causes movement of the carriage 518 responsive to the motor 512 rotating the lead screw 514 .
- the second linear translation stage 530 is the same as, or similar to, the first linear translation stage 510 .
- the housing 544 of the second linear translation stage 530 is coupled to the carriage 518 of the first linear translation stage 510 such that movement of the carriage 518 of the first linear translation stage 510 in either direction along the x-axis causes corresponding movement of the entire second linear translation stage 530 .
- the lead screw 514 of the first linear translation stage 510 is generally orthogonal to the lead screw 534 of the second linear translation stage 530 . As such, rotation of the lead screw 534 caused by the motor 535 causes movement of the carriage 538 of the second linear translation stage 530 in either direction along the y-axis.
- the carriage 538 of the second linear translation stage 530 is coupled to a platform block 550 (e.g., via fasteners) such that movement of the carriage 538 causes corresponding movement of the platform block 550 .
- the platform block 550 is in turn coupled to the z-stage assembly 560 .
- the first linear translation stage 510 causes corresponding movement of the microwell plate 200 in either direction along the x-axis.
- the second linear translation stage 530 causes corresponding movement of the microwell plate 200 in either direction along the y-axis.
- the z-stage assembly 560 includes a base plate 562 , an upper plate 564 , a first side wall 566 , a second side wall 568 , a side cover 570 , a motor 572 , and a lead screw 574 , and an optical encoder 576 .
- the z-stage assembly 560 is used to move the microwell plate 200 in either direction along the z-axis ( FIG. 5A ).
- the base plate 562 is coupled to the platform block 550 (e.g., via fasteners).
- the first side wall 566 , the second side wall 568 , and the side cover 570 are coupled to the upper plate 564 (e.g., via fasteners).
- the optical encoder 576 is coupled to the second side wall 568 (e.g., via fasteners).
- the motor 572 is similar to the motor 512 of the first linear translation stage 510 ( FIG. 5B ) described herein in that the motor 572 causes rotation of lead screw 574 (e.g., in a clockwise or counterclockwise direction). Rotation of the lead screw 574 in a first rotational direction causes movement of the upper plate 564 (and the first side wall 566 , the second side wall 568 , and the side plate 570 ) in the direction of arrow B, while rotation of the lead screw 574 in a second rotational direction causes movement of the upper plate 564 in the opposite direction of arrow B.
- the z-stage assembly 560 can move the microwell plate 200 (which is indirectly coupled to the z-stage assembly 560 ) in either direction along the z-axis ( FIG. 5A ).
- the microwell plate 200 is coupled (indirectly) to the first linear translation stage 510 , the second linear translation stage 530 , and the z-stage assembly 560 via a mounting plate 582 , a kinematic platform mount 580 , and an adapter plate 584 .
- the mounting plate 582 is coupled to the upper plate 564 of the z-stage assembly 560 (e.g., via fasteners).
- the kinematic platform mount 580 is coupled to the mounting plate 582 (e.g., via fasteners) and the adapter plate 584 (e.g., via fasteners).
- the kinematic platform mount 580 allows the microwell plate 200 (via the adapter plate 584 ) to repeatedly mount, remove, and replace the microwell plate 200 with high repeatability and precision.
- the kinematic platform mount 580 is a KM200B Kinematic Platform Mount manufactured by Thorlabs of Newton, N.J. (USA).
- the adapter plate 584 is generally used to couple the microwell plate 200 to the rest of the linear translation stage assembly 500 and includes an opening 586 that is sized and shaped to receive the microwell plate 200 therein such that the microwell plate 200 is removably coupled to the adapter plate 584 .
- a method 600 for imaging one or more samples is shown.
- the method 600 can be implemented using a system that is the same as, or similar to, the system 100 described herein.
- Step 601 of the method 600 includes positioning the sensor array 300 above one of the plurality of rows 230 A- 230 H of the microwell plate 200 .
- the sensor array 300 is positioned above the first row 230 A of the plurality of rows of the microwell plate 200 in a first vertical position.
- the plurality of sensors 340 A- 340 H of the sensor array 300 are positioned above the wells of the microwell plate 200 , i.e., the sensors 340 A- 340 H are not disposed within wells of the microwell plate 200 so that the sensor array 300 can freely move relative to the microwell plate 200 .
- the sensor array 300 can be positioned as shown in FIG. 7 using a variety of methods and/or mechanisms.
- the sensor array 300 can be manually positioned as shown in FIG. 7 (e.g., by a human user) or automatically positioned as shown in FIG. 7 (e.g., using a robotic arm that is coupled to the sensor array 300 ).
- Step 602 of the method 600 includes moving the sensor array 300 from the first vertical position ( FIG. 7 ) to a second vertical position ( FIG. 8 ) such that each of the plurality of sensors 340 A- 340 H of the sensor array 300 are disposed within the first row 230 A of the microwell plate 200 .
- the sensor array 300 is moved in the direction of arrow C (e.g., manually or automatically) until the sensors 340 A- 340 H are disposed within the first row 230 A at a predetermined depth.
- first sensor 340 A of the sensor array 300 is disposed within a first well of the first row 230 A at a predetermined depth d.
- the predetermined depth d is substantially equal to the predetermined thickness of the lip 334 B of the second clip portion 332 B of the mounting portion 330 A.
- the lip 334 B contacts the glass plate 240 at the bottom of the well, and the predetermined thickness d of the lip 334 B causes the sensor 340 A to be disposed the predetermined depth.
- the predetermined thickness d of the lip 334 B can be selected to adjust the predetermined depth of the sensors 340 A- 340 H.
- Step 603 of the method 600 includes moving the microwell plate 200 (e.g., along the x-axis, the y-axis, or both using the linear translation stage assembly 500 described herein) relative to the objective 420 of the microscopy assembly 400 such that first sensor 340 A is within the field of view of the objective 420 .
- first sensor 340 A is within the field of view of the objective 420 .
- Step 604 of the method 600 includes generating image data reproducible as one or more images of the first sensor 340 A using the imaging device 450 ( FIG. 1 ) of the microscopy system 400 .
- the imaging device 450 can generate one image, two images, ten images, one hundred images, etc. of the first sensor 340 A in the sample within the first well through the glass plate 240 of the microwell plate 200 .
- the objective 420 can be selected and/or calibrated to account for any refraction or absorption of light caused by the glass plate 240 of the microwell plate 200 .
- the image data generated by the imaging device 450 during step 604 can be transmitted (e.g., via a wireless connection or a wired connection) to one or more memory devices (e.g., that are part of the system 100 or external to the system 100 ) for later processing and analysis. Additionally or alternatively, the image data generated by the imaging device 450 during step 604 can be transmitted to a display device (e.g., monitor, LCD/LED screen, laptop, tablet, smartphone, etc.) such that a human user can view the images of the sensor 340 A in substantially real-time.
- a display device e.g., monitor, LCD/LED screen, laptop, tablet, smartphone, etc.
- steps 603 and 604 of method 600 for the first sensor 340 A in the first well of the first row 230 A can be repeated for one or more of the wells in the first row 230 A.
- steps 603 and 604 can be repeated for one or more of the wells in the first row 230 A.
- step 603 is repeated to move the microwell plate 200 relative to the objective 420 such that a second well containing the second sensor 340 B is within the field of view of the objective 420 .
- FIGS. 9 and 10 after generating image data reproducible as one or more images of the first sensor 340 A using the imaging device 450 during step 604 , step 603 is repeated to move the microwell plate 200 relative to the objective 420 such that a second well containing the second sensor 340 B is within the field of view of the objective 420 .
- Step 604 is then repeated for the second sensor 340 B such that the imaging device 450 generates image data reproducible as one or more images of the second sensor 340 B.
- steps 603 and 604 are repeated to generate image data for all or some of the sensors 340 A- 340 H in all of the wells in the first row 230 A (e.g., all of sensors 340 A- 340 H, only sensors 340 A and 340 B, sensors 340 A- 340 C, sensors 340 A and 340 H, or any other combination of sensors 340 A- 340 H).
- steps 603 and 604 are not repeated such that the imaging device 450 only generates images data for one sensor in the first row 230 A of the microwell plate 200 (e.g., only sensor 340 A).
- steps 603 and 604 have been described herein as starting with first sensor 340 A and then being repeated for second sensor 340 B through 340 H, more generally, the first instances of steps 603 and 604 can start with any one of the sensors 340 A- 340 H disposed within the first row 230 A of the microwell plate 200 (e.g., start with sensor 340 D, move to sensor 340 E, etc.)
- step 605 includes moving (e.g., manually or automatically) the sensor array 300 in the opposite direction of arrow C ( FIG. 7 ) to the second vertical position ( FIG. 7 ) such that the sensors 340 A- 340 H are no longer disposed within the first rows 230 A of the microwell plate 200 .
- Step 606 of the method 600 includes positioning the sensor array 300 above the second row 230 B of the microwell plate in the same or similar manner as positioning the sensor array 300 above the first row 230 A ( FIG. 7 ) in step 601 .
- Step 607 includes moving the microwell plate 200 relative to the objective 420 (e.g., along the x-axis, y-axis, or both) using the linear translation stage assembly 500 such that the first sensor 340 A that is disposed within a first well of the second row 230 B is within the field of view of the objective 420 .
- the method 600 further includes generating image data reproducible as one or more images or one or more of the sensors 340 A- 340 H when disposed within the second row 230 B of the microwell plate 200 in the same or similar manner as steps 603 and 604 described above. Further, the method 600 includes repeating steps 601 - 607 for all or some of the plurality of rows 230 A- 230 L of the microwell plate 200 ( FIG. 2A ). Thus, the method 600 can include generating image data reproducible as one or more images of each of the sensors 340 A- 340 H of the sensor array 300 when disposed within each of the rows 230 A- 230 L of the microwell plate 200 . In this manner, each sample within each well of the microwell plate 200 can be analyzed using the generated image data from the sensors 340 A- 340 H.
- the steps of the method 600 have been described herein as being repeated such that the sensor array 300 is disposed within each of the plurality of rows of wells 230 A- 230 L of the microwell plate 200 , in some implementations of the method 600 , the sensor array 300 is only disposed within some of the plurality of rows of wells 230 A- 230 L (e.g., every other row, every two rows, every three rows, only rows 230 A- 230 D, only rows 230 D- 230 L, etc.)
- the wells in the first row 230 A include biological samples and the wells in the second row 230 B include a buffer solution.
- every other one of the rows 230 A- 230 L includes biological samples and buffer solutions.
- alternating between biological samples and buffer solutions is advantageous because the buffer solution aids in removing biological sample fluid from one row (e.g., row 230 A) before the sensors 340 A- 340 H are inserted into another row (e.g., row 230 C). Without the buffer solution row, it is possible that the biological samples from one row could contaminate the samples in another row and cause inaccurate results when analyzing the image data.
- the method 600 further includes analyzing the image data generated by the imaging device to analyze one or more properties of the samples within the microwell plate 200 .
- Various imaging approaches may be used to perform imaging and detection of particles and/or biomolecules using one or more of the sensors 340 A- 340 H described herein.
- low-magnification or high-magnification IRI imaging techniques can be used in accordance with the systems and methods described herein.
- Low magnification IRI imaging uses a relatively low numerical aperture (NA) objective 420 to illuminate the surface of one of the sensors 340 A- 340 H (e.g., IRI chip) and detect light reflected therefrom.
- the low NA objective 420 directs light to, and collects light reflected from, the surface of the IRI chip within a narrow cone of shallow angles (e.g., close to perpendicular to the surface of the IRI chip).
- Intensities of reflected light from the surface of the IRI chip are detected by the imaging device 450 vary with the wavelength, thus producing a characteristic spectral response that is a function of optical thickness (physical thickness and refractive index) of the SiO 2 layer of the IRI chip.
- this characteristic spectral response is believed to be produced by spectral interference between light reflected by the top, partially transmissive silicon dioxide (SiO 2 ) layer 344 A ( FIG. 3B ) and light reflected by the silicon substrate 344 B ( FIG. 3B ) beneath, which results in a sinusoidal variation in intensity with wavelength.
- This characteristic spectral response can be sampled.
- the IRI chip can be incubated in a sample, allowing biomolecules to bind to its surface. Accumulation of biomolecules at the IRI chip surface forms a biolayer that influences the aforementioned spectral interference, causing a shift in the characteristic spectral response. This shift can be measured, and used to infer an effective thickness of the bound biolayer and, accordingly, quantify amounts of captured biomolecules (e.g., proteins that are bound to the biolayer).
- High-magnification IRI imaging utilizes a relatively high NA objective 420 , for example equal to or greater than about 0.75, capable of imaging single particles. While other aspects are contemplated, high-magnification IRI imaging also relies on interferometric detection. In particular, contrast in high-magnification IRI images is based on interference between light scattered by the particle and directly reflected by the IRI substrate surface. In high-magnification IRI imaging, single particles can be resolved, counted, and sized based on the detected signal.
- the microwell plate 200 is moved between a first vertical position and a second vertical position.
- the sensor array 300 is stationary and the microwell plate 200 is moved (e.g., using z-stage assembly 560 ) in the opposite direction of arrow C ( FIGS. 7 and 8 ) to move the sensor array 300 in and out of the wells of the microwell plate 200 .
- the microwell plate 200 has been described herein as moving relative to the objective 420 along the x-axis and the y-axis using the linear translation stage assembly 500 , in some implementations, the objective 420 is moveable relative to the microwell plate 200 (e.g., using a linear translation stage assembly that is the same as, or similar to, the linear translation stage assembly 500 described herein). In such implementations, the microwell plate 200 can be stationary.
- the system 100 can include multiple microscopy assemblies and/or multiple objectives and/or imaging devices that are the same as, or similar to, the microscopy assembly 400 , objective 420 , and/or imaging device 450 .
- increasing the number of objectives and imaging devices allows for higher throughput because more than one sensor disposed within the microwell plate 200 can be imaged at a given time, thereby reducing the amount of time required to image and analyze every sample within the microwell plate 200 .
- a system for imaging one or more samples includes a microwell plate including a plurality wells arranged in a plurality of rows, each of the plurality of wells having an upper opening and an opposing transparent lower surface, each of the plurality of wells being configured to store a sample therein, a sensor array including a plurality of sensors, the sensor array being moveable relative to the microwell plate along a first axis between a first position and a second position, each of the plurality of sensors being positioned within a corresponding well at a predetermined depth for at least one of the plurality of rows responsive to the sensor array being in the second position, an objective, an imaging device, and one or more linear translation stages configured to move the microwell plate relative to the objective along (i) a second axis, (ii) a third axis, or (iii) both (i) and (ii) to allow the imaging device to obtain image data reproducible as one or more images of each of the plurality of sensors.
- the sensor array includes a base portion, a plurality of arm portions, and a plurality of mounting portions, each of the plurality of arm portions having a first end coupled to the base portion and a second end coupled to a corresponding one of the plurality of mounting portions, each of the plurality of sensors being coupled to a corresponding one of the plurality of mounting portions.
- each of the plurality of mounting portions includes one or more moveable clips configured to aid in coupling each of the plurality of sensors to the corresponding one of the plurality of mounting portions
- each of the one or more moveable arms includes a lip having a predetermined thickness corresponding to the predetermined depth, the lip aiding with disposing each of the plurality of sensors within the corresponding well at the predetermined depth.
- the one or more linear translation stages includes (i) a first linear translation stage configured to move the microwell plate relative to the objective along the second axis and (ii) a second linear translation stage configured to move the microwell plate relative to the objective along the third axis.
- the one or more linear translation stages includes a third linear translation stage configured to move the microwell plate relative to the objective along the first axis.
- first axis is (i) orthogonal to the second axis and (ii) orthogonal to the third axis.
- the plurality of sensors includes interferometric reflectance imaging (IRI) sensors.
- IRI interferometric reflectance imaging
- imaging device is a charge-coupled device (CCD) sensor or a complementary metal-oxide semiconductor (CMOS) sensor.
- CCD charge-coupled device
- CMOS complementary metal-oxide semiconductor
- the system further comprising a first cage assembly coupled to and supporting a first plurality of lens, an iris diaphragm, a beamsplitter, an integrated sphere, and an illumination source, and a second cage assembly coupled to and supporting a second plurality of lens, a turning mirror, and the imaging device, the beamsplitter being positioned between the illumination source and the objective, the turning mirror being positioned between the imaging device and the objective.
- the objective has a magnification of at least 40 ⁇ , a numerical aperture of at least 0.75, a field of view of at least 100 microns, or any combination thereof.
- the objective has a magnification of at least 1 ⁇ , a numerical aperture of at least 0.04, a field of view of at least 5 mm, or any combination thereof.
- a system for analyzing one or more liquid samples includes a microwell plate including a plurality of rows of wells configured to store liquid samples, a sensor array that is moveable relative to the microwell plate along a first axis between a first position and a second position to allow a portion of the sensor array to be disposed within a first one of the plurality of rows of wells when the sensor array is in the second position, an objective, and one or more linear translation stages configured to move the microwell plate relative to the objective (i) along a second axis that is orthogonal to the first axis, (ii) along a third axis that is orthogonal to the first axis and the second axis, or (iii) both (i) and (ii).
- the sensor array includes a base portion, a plurality of arm portions, and a plurality of mounting portions for coupling a plurality of sensors to the sensor array, each of the plurality of arm portions having a first end coupled to the base portion and a second end coupled to a corresponding one of the plurality of mounting portions.
- the system according to any one of implementations 15 and 16, further comprising a first cage assembly coupled to and supporting an illumination source, a beamsplitter, and the objective, and a second cage assembly coupled to and supporting an imaging device and a turning mirror.
- a method for imaging one or more liquid samples disposed in a microwell plate includes moving a sensor array including a plurality of sensors from a first vertical position towards a second vertical position such that each of the plurality of sensors is disposed within a corresponding well in a first row of wells of the microwell plate, moving, using one or more linear translation stages, the microwell plate such that a first one of the plurality of sensors is positioned within a field of view of an objective, generating, using the objective and an imaging device, first image data reproducible as one or more images of the first sensor, moving, using the one or more linear translation stages, the microwell plate such that a second one of the plurality of sensors is positioned within the field of view of the objective, and generating, using the objective and the imaging device, second image data reproducible as one or more images of the second sensor.
- the method according to implementation 18, further comprising identifying one or more nanoparticles on the first sensor based on the first image data and identifying one or more nanoparticles on the second sensor based on the second image data.
- first sensor is disposed within a first well of the microwell plate and the second sensor is disposed within a second well of the microwell plate, the first well including one or more target species, the second well including a control solution and does not include the one or more target species.
- the method according to any one of implementations 18-21 further comprising moving the sensor array from the second vertical position towards the first vertical position such that each of the plurality of sensors is no longer disposed within the first row of wells of the microwell plate, moving, using the one or more translation stages, the microplate such that the sensor array is positioned above a second row of wells of the microwell plate, moving the sensor array from the first vertical position to the second vertical position such that each of the plurality of sensors is disposed within a well of the second row of wells.
- each well in the first row of wells includes a liquid sample and each well in the second row of wells includes a wash solution.
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US11275030B2 (en) | 2005-04-25 | 2022-03-15 | Trustees Of Boston University | Structured substrates for optical surface profiling |
US11262359B2 (en) | 2016-02-05 | 2022-03-01 | NanoView Biosciences, Inc. | Detection of exosomes having surface markers |
US12038439B2 (en) | 2016-02-05 | 2024-07-16 | Unchained Labs | Detection of exosomes having surface markers |
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